{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/masadcv/FastGeodis/blob/master/samples/simpledemo3d.ipynb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "! pip install FastGeodis  wget SimpleITK -q"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "import FastGeodis\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import torch\n",
    "import wget\n",
    "import SimpleITK as sitk\n",
    "from PIL import Image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "brain.png\t     image3d_dis2.nii.gz  img2d.png\n",
      "brain_seg_noisy.png  image3d_dis3.nii.gz  img3d.nii.gz\n",
      "brain_seg.png\t     image3d_sub.nii.gz   ISIC_546.jpg\n"
     ]
    }
   ],
   "source": [
    "# read images from local path or download from github repo (for colab)\n",
    "image_path = \"../data/img3d.nii.gz\"\n",
    "\n",
    "if not os.path.exists(os.path.dirname(image_path)):\n",
    "    os.makedirs(os.path.dirname(image_path), exist_ok=True)\n",
    "\n",
    "url = \"https://raw.githubusercontent.com/masadcv/FastGeodis/master/data/\"\n",
    "wget.download(os.path.join(url, image_path), image_path) if not os.path.exists(image_path) else None\n",
    "\n",
    "! ls ../data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# FastGeodis Method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n",
    "\n",
    "seed_pos = [10, 60, 70]\n",
    "image_folder = os.path.dirname(image_path)\n",
    "image_sitk = sitk.ReadImage(image_path)\n",
    "image = sitk.GetArrayFromImage(image_sitk)\n",
    "spacing_raw = image_sitk.GetSpacing()\n",
    "spacing = [spacing_raw[2], spacing_raw[1], spacing_raw[0]]\n",
    "\n",
    "image = np.asarray(image, np.float32)\n",
    "image = image[18:38, 63:183, 93:233]\n",
    "mask = np.zeros_like(image, np.uint8)\n",
    "mask[seed_pos[0]][seed_pos[1]][seed_pos[2]] = 1\n",
    "\n",
    "image_pt = torch.from_numpy(image).unsqueeze_(0).unsqueeze_(0)\n",
    "mask_pt = (\n",
    "    torch.from_numpy(1 - mask.astype(np.float32)).unsqueeze_(0).unsqueeze_(0)\n",
    ")\n",
    "image_pt = image_pt.to(device)\n",
    "mask_pt = mask_pt.to(device)\n",
    "\n",
    "v = 1e10\n",
    "iterations = 2\n",
    "\n",
    "lamb = 1.0  # <-- Geodesic distance transform\n",
    "geodesic_dist = FastGeodis.generalised_geodesic3d(\n",
    "    image_pt, mask_pt, spacing, v, lamb, iterations\n",
    ")\n",
    "geodesic_dist = np.squeeze(geodesic_dist.cpu().numpy())\n",
    "\n",
    "lamb = 0.0  # <-- Euclidean distance transform\n",
    "euclidean_dist = FastGeodis.generalised_geodesic3d(\n",
    "    image_pt, mask_pt, spacing, v, lamb, iterations\n",
    ")\n",
    "euclidean_dist = np.squeeze(euclidean_dist.cpu().numpy())\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image[10])\n",
    "plt.plot(seed_pos[2], seed_pos[1], \"ro\")\n",
    "\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(geodesic_dist[10])\n",
    "plt.plot(seed_pos[2], seed_pos[1], \"ro\")\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.imshow(euclidean_dist[10])\n",
    "plt.plot(seed_pos[2], seed_pos[1], \"ro\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Toivanen's Raster Method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Toivanen's method only support CPU\n",
    "image_pt = image_pt.to(\"cpu\")\n",
    "mask_pt = mask_pt.to(\"cpu\")\n",
    "\n",
    "lamb = 1.0  # <-- Geodesic distance transform\n",
    "geodesic_dist_toivanen = FastGeodis.generalised_geodesic3d_toivanen(\n",
    "    image_pt, mask_pt, spacing, v, lamb, iterations\n",
    ")\n",
    "geodesic_dist_toivanen = np.squeeze(geodesic_dist_toivanen.cpu().numpy())\n",
    "\n",
    "lamb = 0.0  # <-- Euclidean distance transform\n",
    "euclidean_dist_toivanen = FastGeodis.generalised_geodesic3d_toivanen(\n",
    "    image_pt, mask_pt, spacing, v, lamb, iterations\n",
    ")\n",
    "euclidean_dist_toivanen = np.squeeze(euclidean_dist_toivanen.cpu().numpy())\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image[10])\n",
    "plt.plot(seed_pos[2], seed_pos[1], \"ro\")\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(geodesic_dist_toivanen[10])\n",
    "plt.plot(seed_pos[2], seed_pos[1], \"ro\")\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.imshow(euclidean_dist_toivanen[10])\n",
    "plt.plot(seed_pos[2], seed_pos[1], \"ro\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Fast Marching Method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Fast Marching method only support CPU\n",
    "image_pt = image_pt.to(\"cpu\")\n",
    "mask_pt = mask_pt.to(\"cpu\")\n",
    "\n",
    "lamb = 1.0  # <-- Geodesic distance transform\n",
    "geodesic_dist_fastmarch = FastGeodis.geodesic3d_fastmarch(\n",
    "    image_pt, mask_pt, spacing, lamb\n",
    ")\n",
    "geodesic_dist_fastmarch = np.squeeze(geodesic_dist_fastmarch.cpu().numpy())\n",
    "\n",
    "lamb = 0.0  # <-- Euclidean distance transform\n",
    "euclidean_dist_fastmarch = FastGeodis.geodesic3d_fastmarch(\n",
    "    image_pt, mask_pt, spacing, lamb\n",
    ")\n",
    "euclidean_dist_fastmarch = np.squeeze(euclidean_dist_fastmarch.cpu().numpy())\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image[10])\n",
    "plt.plot(seed_pos[2], seed_pos[1], \"ro\")\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(geodesic_dist_fastmarch[10])\n",
    "plt.plot(seed_pos[2], seed_pos[1], \"ro\")\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.imshow(euclidean_dist_fastmarch[10])\n",
    "plt.plot(seed_pos[2], seed_pos[1], \"ro\")\n",
    "\n",
    "plt.show()\n"
   ]
  }
 ],
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